Morphology and computation
著者
書誌事項
Morphology and computation
（ACL-MIT Press series in natural language processing / Aravind K. Joshi, Mark Liberman, and Karen Sparck Jones, editors）
MIT Press, c1992
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注記
"A Bradford book"
Bibliography: p. [269]-285
Includes index
内容説明・目次
内容説明
This book provides the first broad yet thorough coverage of issues in morphological theory.
This book provides the first broad yet thorough coverage of issues in morphological theory. It includes a wide array of techniques and systems in computational morphology (including discussion of their limitations), and describes some unusual applications. Sproat motivates the study of computational morphology by arguing that a computational natural language system, such as a parser or a generator, must incorporate a model of morphology. He discusses a range of applications for programs with knowledge of morphology, some of which are not generally found in the literature. Sproat then provides an overview of some of the basic descriptive facts about morphology and issues in theoretical morphology and (lexical) phonology, as well as psycholinguistic evidence for human processing of morphological structure. He takes up the basic techniques that have been proposed for doing morphological processing and discusses at length various systems (such as DECOMP and KIMMO) that incorporate part or all of those techniques, pointing out the inadequacies of such systems from both a descriptive and a computational point of view. He concludes by touching on interesting peripheral areas such as the analysis of complex nominals in English, and on the main contributions of Rumelhart and McClelland's connectionism to the computational analysis of words.
目次
- Part 1 Applications of computational morphology: natural language applications
- speech applications
- word processing
- document retrieval. Part 2 The nature of morphology: functions of morphology
- what is combined, and how?
- morphemes, the structure of words, and word-formation rules
- morphotactics - the order of morphemes
- phonology
- psycholinguistic evidence. Part 3 Computational morphology: computational mechanisms
- an overview of URKIMMO
- augments to the KIMMO approach
- the computational complexity of two-level morphology
- other ways of doing computational morphology
- a prospectus - what is left to do. Part 4 Some peripheral issues: morphological acquisition
- compound nominals and related constructions.
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